Consumer<ProcessBuilder> pbCall = pb -> {
            pb.redirectErrorStream(true);
        };

        try {
            // Test that multiple calls to startProcess with same sessionId work correctly
            JobProcess jobProcess1 = processHelper.startProcess(sessionId, cmdList, pbCall);
            JobProcess jobProcess2 = processHelper.startProcess(sessionId, cmdList, pbCall);

    @Test
    void testDoFilter_ntlmType1Message() throws Exception {
        // Test NTLM Type 1 message handling
        // This test verifies that when a Type 1 NTLM message is received,
        // the filter processes it correctly through NtlmSsp.authenticate

        // Create a minimal filter config that won't try to connect to a real server
        Map<String, String> initParams = new HashMap<>();

        `TFCI_` variables shared to it.
3.  Top-level scripts (`wheel.sh`, etc.) reference `env` variables and call
    `utilities/` scripts.
    -   The `tfrun` function makes a command run correctly in Docker if Docker

        BoolQueryBuilder boolQueryBuilder = (BoolQueryBuilder) result;
        // BooleanQueryCommand doesn't seem to apply boost correctly,
        // so we'll just check that it has clauses
        assertTrue(boolQueryBuilder.boost() > 0);
        // Check that the boolean query has the correct number of clauses
        assertFalse(boolQueryBuilder.must().isEmpty());
        assertFalse(boolQueryBuilder.should().isEmpty());

        } finally {
            concurrentLimiter.close();
        }
    }

    @Test
    public void testAutoCloseableInterface() throws Exception {
        // Test that rate limiter implements AutoCloseable correctly
        try (AuthenticationRateLimiter autoLimiter = new AuthenticationRateLimiter()) {
            assertTrue(autoLimiter.checkAttempt("user", "192.168.1.13"));
        }
        // Should auto-close without issues

            // to convert our primitive type signature to the
            // corresponding Object type so introspection for
            // methods with primitive types will work correctly.
            if (parameterType.isPrimitive()) {
                if (parameterType.equals(Boolean.TYPE)) {
                    methodKey.append("java.lang.Boolean");

Import `Enum` and create a sub-class that inherits from `str` and from `Enum`.

By inheriting from `str` the API docs will be able to know that the values must be of type `string` and will be able to render correctly.

Then create class attributes with fixed values, which will be the available valid values:

{* ../../docs_src/path_params/tutorial005_py310.py hl[1,6:9] *}

/// tip

        assertEquals(20, bytesRead);
        assertNotNull(response.getInfo());
    }

    @Test
    void testInformationLevelConstants() {
        // Verify information level constants are correctly used
        assertEquals((byte) -1, FileSystemInformation.SMB_INFO_ALLOCATION);
        assertEquals((byte) 3, FileSystemInformation.FS_SIZE_INFO);
        assertEquals((byte) 7, FileSystemInformation.FS_FULL_SIZE_INFO);

If you generate a client for a FastAPI app using tags, it will normally also separate the client code based on the tags.

This way, you will be able to have things ordered and grouped correctly for the client code:

<img src="/img/tutorial/generate-clients/image06.png">

In this case, you have:

* `ItemsService`
* `UsersService`

### Client Method Names { #client-method-names }

   * have been newly added to {@link ConcurrentMap}! These are marked with "Since: 1.8" in the
   * {@code ConcurrentMap} documentation. They will not function correctly and it is impossible for
   * Guava to fix them until Guava is ready to <i>require</i> Java 8 for all users.
   */
  ConcurrentMap<K, V> asMap();

  /**